advanced_rag_system.py

# advanced_rag_system.py

class DummyRetriever:
    def retrieve(self, query):
        return f"Dummy context for query: '{query}'"

def setup_retrieval_pipeline():
    # Return a dummy retriever; replace with actual RAG setup
    return DummyRetriever()